Database or Spreadsheet

[Brett K.]

How big does a contact list or mailing list need to be before it makes sense to switch from a spreadsheet to a database?

I'm putting together a mailing list.  I don't need to do analysis.  

I'm surprised how little info there is on this topic that's for the consumption of the non-techie out on the web.  

Thanks in advance.